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Palm Beach County Sheriff's Office deputies said they found a man shot to death inside an abandoned home Sunday in Lake Worth.

Two men, later identified as Christophe and Joseph, were seen leaving the area. When deputies stopped them, Joseph complied and was detained, but Christophe ran off. He was later found hiding inside another house a few blocks away.

"This is scary," neighbor Marie Pierrie said. "This is a street where kids are always around. There is a school and now there is a shooting. This is really, really scary."

Deputies said Joseph had the victim's driver's license, credit cards, watch and bank receipts in his pockets.